What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Roadmap Pricing

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Armstrong Transport Group

Visibility0

Vibe67

Businesses/Logistics and Supply Chain/Armstrong Transport Group

AI Visibility & Sentiment

Armstrong Transport Group

Armstrong Transport Group is a third-party logistics company that connects shippers, carriers, and freight agents through an extensive network of professionals. They provide comprehensive logistics solutions, including full truckload and LTL shipping, backed by a large-scale infrastructure of over 185 offices.

Active Monitoring

armstrongtransport.com

Logistics and Supply Chain

AI Visibility Score

0/100

Invisible

Sentiment Score

67/100

Score by Priority

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Armstrong Transport Group today.

Armstrong Transport Group currently maintains a ghost-like presence in AI search ecosystems, despite possessing clear brand recognition when specifically queried. While the brand is well-known when directly named, it is entirely absent from the critical decision-making conversations where freight managers and logistics agents search for 3PL partners and scaling solutions.

Working in your favor

High brand recall in direct 'vibe check' inquiries across all major LLMs (ChatGPT, Claude, and Gemini) indicating a positive foundational reputation.

Gaps to close

Total absence in 'Core' intent queries related to selecting 3PL providers, hindering lead generation.

Failure to appear in 'Adjacent' intent searches regarding scaling independent freight brokerages and LTL logistics optimization.

Lack of visibility for critical personas including The Efficiency-Focused Supply Chain Manager and The Independent Freight Carrier.

Opportunities

Capturing market share in high-intent searches for cross-border logistics and 3PL vetting criteria.

Leveraging content marketing to position the brand as an authority for independent freight agents seeking operational scaling advice.

Closing the gap with competitors like C.H. Robinson and XPO Logistics who dominate current logistical advice loops.

Highest-Impact Actions

Develop a comprehensive content pillar strategy addressing '3PL Vetting' and 'Cross-Border Logistics' benchmarks.

Competitors are winning by positioning themselves as the definitive answer for these specific search queries; your brand must provide similar educational value to enter the consideration set.

Create persona-specific resource hubs for Freight Agents and Logistics Managers.

The current visibility gap indicates that your technical expertise is not being indexed by AI in response to professional 'how-to' queries.

Optimize digital documentation for semantic search alignment with LTL and supply chain optimization topics.

Without structured, authoritative content on these niche logistics challenges, your brand will remain invisible to AI models assisting with logistics planning.

Value Proposition

A vast, expert-led logistics network that offers shippers reliable capacity, carriers consistent freight opportunities, and agents the freedom and support to grow their own business.

Overview

Mission

To provide excellent customer service and logistics solutions through an extensive network of logistics professionals.

Products & Services

Full Truckload ShippingLTL (Less-Than-Truckload) ShippingCross-border LogisticsFreight Agent Support ServicesCarrier Load Matching

Current State

Visibility Landscape

A high-level view of how Armstrong Transport Group performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	97	97	—
“What do you know about Armstrong Transport Group? What do they do and what's their reputation?”	#1	#1	#1	—
Core3q Product/service category queries	0	0	0	—
“what should i look for when vetting a 3PL provider for full truckload shipping”	—	No	No	—
“how can i scale my independent freight brokerage and what kind of back-office support should i look for”	No	No	No	—
“how do i optimize my supply chain to handle smaller ltl shipments more cost-effectively”	No	No	No	—
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

“What do you know about Armstrong Transport Group? What do they do and what's their reputation?”

—

“what should i look for when vetting a 3PL provider for full truckload shipping”

—

“how can i scale my independent freight brokerage and what kind of back-office support should i look for”

—

“how do i optimize my supply chain to handle smaller ltl shipments more cost-effectively”

—

Competitive Landscape

C.H. Robinson

12 mentions

XPO Logistics

11 mentions

Echo Global Logistics

7 mentions

UPS Supply Chain Solutions

5 mentions

DB Schenker

4 mentions

Ryder

4 mentions

DHL Global Forwarding

4 mentions

Kuehne + Nagel

4 mentions

Buske Logistics

4 mentions

UPS

3 mentions

Armstrong Transport Group

0 mentions

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Armstrong Transport Group's AI visibility.

Key Findings

Strength

High brand recall in direct 'vibe check' inquiries across all major LLMs (ChatGPT, Claude, and Gemini) indicating a positive foundational reputation.

Gap

Total absence in 'Core' intent queries related to selecting 3PL providers, hindering lead generation.

Gap

Failure to appear in 'Adjacent' intent searches regarding scaling independent freight brokerages and LTL logistics optimization.

Recommended Actions

Develop a comprehensive content pillar strategy addressing '3PL Vetting' and 'Cross-Border Logistics' benchmarks.

Competitors are winning by positioning themselves as the definitive answer for these specific search queries; your brand must provide similar educational value to enter the consideration set.

Create persona-specific resource hubs for Freight Agents and Logistics Managers.

The current visibility gap indicates that your technical expertise is not being indexed by AI in response to professional 'how-to' queries.

Optimize digital documentation for semantic search alignment with LTL and supply chain optimization topics.

Without structured, authoritative content on these niche logistics challenges, your brand will remain invisible to AI models assisting with logistics planning.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Selecting A Reliable 3PL Partner(3 queries)

“what should i look for when vetting a 3PL provider for full truckload shipping”

0/2 platforms mentioned

Core

Claude

No brands listed

Gemini

No brands listed

“what are the most trusted logistics companies for north american freight with a good reputation for customer service”

0/3 platforms mentioned

The Efficiency-Focused Supply Chain Manager · Logistics Manager

ChatGPT

1.Penske Logistics

2.Logistics Management

3.Landstar Transportation Logistics

4.Capstone Logistics

5.AFS Logistics

+15 more

Claude

1.Old Dominion Freight Line

2.XPO Logistics

3.Estes Express Lines

4.C.H. Robinson

5.Navisphere

+3 more

Gemini

1.CH Robinson

2.XPO Logistics

3.Knight-Swift Transportation

4.JB Hunt Transport Services

5.Schneider National

“how to find a reliable 3pl that handles cross-border logistics between us and canada”

0/3 platforms mentioned

The Efficiency-Focused Supply Chain Manager · Logistics Manager

ChatGPT

1.XPO Logistics

2.C.H. Robinson

3.UPS Supply Chain Solutions

4.FedEx Freight

5.FedEx Trade Networks

+6 more

Claude

1.SFI

2.Echo Global Logistics

3.Buske Logistics

4.Ottawa Logistics Fulfillment

5.Go Direct Global

Gemini

1.CH Robinson

2.XPO Logistics

3.Ryder System

4.Mullen Group

5.Loomis International

+2 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

What Is A 3pl Provider

legacyscs.com

Armstrong Transport Group

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Logistics and Supply Chain

Start gettingrecommended by AI.

Frequently asked questions

Armstrong Transport Group

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Logistics and Supply Chain

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.